Ivan E. Villalon-Turrubiates

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 18

Top Topics

Unsupervised Classification

Dynamical Model

Top Venues

J. Intell. Fuzzy Syst.

Publications

Ivan E. Villalon-Turrubiates, Miguel De-La-Torre, Maria J. Llovera-Torres
Multispectral Classification of Remote Sensing Imagery for Archaeological Land Use Analysis with Machine Learning Techniques. IGARSS (2023)
Víctor Martínez-Sánchez, Ivan E. Villalon-Turrubiates, Francisco Cervantes-Álvarez, Carlos Hernández-Mejía
Exploring a Novel Mexican Sign Language Lexicon Video Dataset. Multimodal Technol. Interact. 7 (8) (2023)
Dulce M. Gracia-Rivera, Ivan E. Villalon-Turrubiates
Land Use Identification of the Metropolitan Area of Guadalajara Using Bicycle Data: an Unsupervised Classification Approach. IGARSS (2022)
Ivan E. Villalon-Turrubiates
Convolutional Neural Network for Flood-Risk Assessment and Detection within a Metropolitan Area. IGARSS (2021)
Iván Piza-Dávila, Guillermo Sánchez-Díaz, Manuel S. Lazo-Cortés, Ivan E. Villalon-Turrubiates
An Algorithm for Computing Minimum-Length Irreducible Testors. IEEE Access 8 (2020)
Ivan E. Villalon-Turrubiates, Maria J. Llovera-Torres
Identification of Archaeological Land Use Employing Deep Learning Techniques: Prospective Study Within Mexico. IGARSS (2020)
Raul A. Garcia-Huerta, Ivan E. Villalon-Turrubiates, Luis Enrique González Jiménez, Gerardo Allende-Alba
Kalman Filter-Based Trajectory Estimation Using a Low-Cost Sensor and Aerial Images. IGARSS (2020)
Raul A. Garcia-Huerta, Luis Enrique González Jiménez, Ivan E. Villalon-Turrubiates
Sensor Fusion Algorithm Using a Model-Based Kalman Filter for the Position and Attitude Estimation of Precision Aerial Delivery Systems. Sensors 20 (18) (2020)
Raul A. Garcia-Huerta, Ivan E. Villalon-Turrubiates, Luis E. GonzcHez-Jíménez, Gerardo Allende-Alba
Accuracy Estimation of a Low-Cost GPS Receiver Using Landmarks On Aerial Images. IGARSS (2019)
Omar García-González, Ivan E. Villalon-Turrubiates, Pilar Pozos Parra
Big data techniques to discover kidney problems at early stages: a prospective study. LANMR (2019)
Ivan E. Villalon-Turrubiates
Urban Knowledge Analysis for Dynamic Forecasting Using Multispectral Data. IGARSS (2018)
Luis M. Escobar-Vega, Victor Hugo Zaldivar-Carrillo, Ivan E. Villalon-Turrubiates
Comparative Analysis and Implementation of Semantic-Based Classifiers. MICAI (2) (2018)
Luis M. Escobar-Vega, Victor Hugo Zaldivar-Carrillo, Ivan E. Villalon-Turrubiates
Semantic invoice processing. J. Intell. Fuzzy Syst. 34 (5) (2018)
Ivan E. Villalon-Turrubiates
Identification model for large remote sensing datasets applied to environmental analysis within mexico. IGARSS (2017)
Ivan E. Villalon-Turrubiates
Performance evaluation of a multispectral classificator that employs high-performance computing techniques. IGARSS (2016)
Jaime Ortegón-Aguilar, Alejandro Castillo Atoche, Roberto Carrasco-Alvarez, Javier Vázquez Castillo, Ivan E. Villalon-Turrubiates, Omar Pérez-Martínez
Enhancement and Edge-Preserving Denoising: An OpenCL-Based Approach for Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)
Ivan E. Villalon-Turrubiates, Alicia Barrera-Pelayo
A novel algorithm for tridimensional reconstruction using data from low-cost sensors. IGARSS (2015)
Ivan E. Villalon-Turrubiates
A dynamical model to classify the content of multitemporal images employing distributed computing techniques. MultiTemp (2015)
Ivan E. Villalon-Turrubiates
Classification algorithm for embedded systems using high-resolution multispectral data. IGARSS (2013)
Ivan E. Villalon-Turrubiates, Gloria Elena Faus-Landeros, Edward A. Celarier
Satellite measurements of the Angstrom exponent using an innovative mathematical method to identify seasonal aerosols. IGARSS (2013)
Ivan E. Villalon-Turrubiates, Jessica Blas-Salazar, Yehoshua Aguilar-Molina
Virtual processing software for distributed analysis of high-resolution remote sensing data. IGARSS (2012)
Gloria Elena Faus-Landeros, Ivan E. Villalon-Turrubiates, Edward A. Celarier, Dianne Robinson
Development of a novel algorithm to calculate the optic properties of temporal aerosols through Remote Sensing data measurements: Prospective study. IGARSS (2012)
Ivan E. Villalon-Turrubiates
Distributed land use classification with improved processing time using high-resolution multispectral data. IGARSS (2012)
Ivan E. Villalon-Turrubiates
Monitoring hydrological variations using multispectral SPOT-5 data: Regional case of Jalisco in Mexico. IGARSS (2011)
Ivan E. Villalon-Turrubiates, Maria J. Llovera-Torres
Archaeological land use characterization using multispectral remote sensing data. IGARSS (2011)
Ivan E. Villalon-Turrubiates
Dynamical processing of geophysical signatures based on spot-5 remote sensing imagery. IGARSS (2010)
Ivan E. Villalon-Turrubiates, Maria J. Llovera-Torres
Multispectral classification of remote sensing imagery for archaeological land use analysis: Prospective study. IGARSS (2010)
Ivan E. Villalon-Turrubiates, Adalberto Herrera-Nuñez
Performance Study of the Robust Bayesian Regularization Technique for Remote Sensing Imaging in Geophysical Applications. ENC (2009)
Ivan E. Villalon-Turrubiates
Remote sensing signatures extraction for hydrological resources management applications. AICCSA (2009)
Yuriy Shkvarko, René Fabián Vázquez-Bautista, Ivan E. Villalon-Turrubiates
Fusion of Bayesian Maximum Entropy Spectral Estimation and Variational Analysis Methods for Enhanced Radar Imaging. ACIVS (2007)
Ivan E. Villalon-Turrubiates, Yuriy Shkvarko
Dynamical post-processing of environmental electronic maps extracted from large scale remote sensing imagery. IGARSS (2007)
Yuriy Shkvarko, Ivan E. Villalon-Turrubiates
Remote Sensing Imagery and Signature Fields Reconstruction Via Aggregation of Robust Regularization with Neural Computing. ACIVS (2007)
Yuriy Shkvarko, Ivan E. Villalon-Turrubiates
Computational enhancement of large scale environmental imagery: aggregation of robust numerical regularisation, neural computing and digital dynamic filtering. Int. J. Comput. Sci. Eng. 3 (3) (2007)
Yuriy V. Shkvarko, José Luis Leyva Montiel, Ivan E. Villalon-Turrubiates
Unifying the Experiment Design and Constrained Regularization Paradigms for Reconstructive Imaging with Remote Sensing Data. ICIP (2006)